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疫情期间应急物资车辆路径优化方法
引用本文:张凯月,温海骏,陈跃鹏,巨雨亭.疫情期间应急物资车辆路径优化方法[J].科学技术与工程,2023,23(6):2518-2525.
作者姓名:张凯月  温海骏  陈跃鹏  巨雨亭
基金项目:北京工商大学中国轻工业工业互联网与大数据重点实验室开放课题(ⅡBD-2020-KF06);山西省重点实验室开放基金(XJZZ202004)
摘    要:在新冠肺炎疫情期间,全力保障应急物资流通,是保持生产生活平稳有序运行的先行条件。本文建立基于智慧物流系统的应急物资车辆运输系统架构,实现物流信息透明化。并基于百度地图实时监测道路拥堵情况,结合头脑风暴算法内核,根据实况路网模型求解带时间窗的应急物资车辆调度模型,使用Matlab工具结合隔离点实际地理坐标经纬度对其路径规划方案进行仿真,实现应急物资流通过程的数据交互和车辆调度方案的实时调整。该方法改善了疫情期间应急物资的运输效率。

关 键 词:疫情  路径优化  智慧物流  头脑风暴算法  百度地图
收稿时间:2022/6/1 0:00:00
修稿时间:2023/3/1 0:00:00

Vehicle routing optimization method for emergency supplies during the epidemic
Zhang Kaiyue,Wen Haijun,Chen Yuepeng,Ju Yuting.Vehicle routing optimization method for emergency supplies during the epidemic[J].Science Technology and Engineering,2023,23(6):2518-2525.
Authors:Zhang Kaiyue  Wen Haijun  Chen Yuepeng  Ju Yuting
Institution:North University of China
Abstract:During the new crown pneumonia epidemic, fully guaranteeing the circulation of emergency supplies is the prior condition to keep the production life running smoothly and orderly. This paper established the architecture of an emergency material vehicle transportation system based on an intelligent logistics system to realize the transparency of logistics information. It also monitored road congestion in real-time based on Baidu map, combined the kernel of the brainstorming algorithm, solved the vehicle dispatching model of emergency materials with time window according to the real road network model, and simulated its path planning scheme using Matlab tools combined with the actual geographic coordinates latitude and longitude of isolation points to realize the data interaction of emergency materials circulation process and real-time adjustment of vehicle dispatching scheme. The method improves the efficiency of emergency supplies transportation during the epidemic.
Keywords:Epidemic    path optimization    smart logistics    brainstorming algorithm    Baidu Maps
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